Problem 2: Plotly

library(tidyverse)
library(p8105.datasets)
library(plotly)

data("rest_inspec")


rest_df=
  rest_inspec%>%
  select("boro", "zipcode", "grade", "dba","cuisine_description", "score")%>%
  drop_na(grade, boro)%>%
  filter(grade!="Not Yet Graded",
         boro!="Missing")

Boxplot

rest_df%>%
  group_by(cuisine_description)%>%
  mutate(text.label=str_c("Name: ", dba, "Grade: ", grade))%>%
  plot_ly(x=~boro, y=~score, color=~cuisine_description, 
          text=~text.label, type="box", colors='viridis')

## Warning: Ignoring 3 observations

Bar plot

rest_df%>%
  group_by(boro)%>%
  count(grade)%>%
  plot_ly(x=~grade,y=~n, color=~boro, type="bar", colors='viridis')

Scatter

rest_df%>%
  mutate(text.label=str_c("Name: ", dba, "Grade: ", grade))%>%
  plot_ly(x=~score, y=~cuisine_description, colors='viridis', 
          text=~text.label, color=~boro, type="scatter", mode="markers")

## Warning: Ignoring 3 observations